2026 Actual Anthropic CCAR-P Dumps, Updated Exam Questions for Guaranteed Pass

CCAR-P free sample questions and answers

Anthropic CCAR-P practice quiz with correct answers for search indexing.

1. Question 1

   You are rolling out a standardized Claude Code configuration to an engineering team and must complete the planning steps before piloting the configuration.

   Which two steps must be completed BEFORE piloting the configuration with a small group of engineers? (Select two.)

   Each correct answer presents part of the solution.

   ADefine the project-scope baseline covering Model Context Protocol (MCP) servers, permission rules, and subagents.
   

   BOnboard every engineer in the organization to the new configuration through mandatory training sessions.
   

   CRoll out the stabilized configuration to additional teams with documentation and a defined support channel.
   

   DIdentify the team workflows, security boundaries, and which decisions belong to managed configuration versus project scope.
   

   EIterate the configuration based on the pilot findings and stabilize the baseline before broader rollout.
   

   Correct answer: A, D

   Before a pilot begins, the architect must understand the workflows being enabled, the associated security boundaries, and the correct ownership of each configuration decision. Option D establishes this foundation. Organization-wide, non-overridable controls belong in managed configuration, whereas repository-specific MCP servers, shared permissions, and team subagents generally belong in project scope.

   Option A then converts those decisions into an initial project baseline that the pilot group can use. The baseline should identify approved MCP endpoints, minimum permission rules, denied operations, subagent responsibilities, configuration ownership, and observable success criteria. Anthropic distinguishes managed, user, project, and local scopes according to who they affect and whether they are shared with the team. Claude Code Configuration Scopes

   Options B and C are broad-rollout activities and should not occur before pilot evidence is available. Option E is explicitly post-pilot: findings must first be collected before the configuration can be iterated and stabilized.

   The correct lifecycle is discovery, boundary definition, baseline design, limited pilot, evidence review, baseline refinement, documentation and training, followed by controlled expansion with a support and rollback process.

   Study Guide references/topics: Claude Code rollout planning; scope ownership; MCP baselines; permission design; pilot strategy; operational enablement.

   ===============

   
   

2. Question 2

   A Claude architect is leading the discovery phase for a new AI-powered customer service solution.

   Which two activities are characteristic of structured discovery and requirement gathering for a Claude-based deployment? (Select two.)

   AFacilitating stakeholder workshops to surface latency, accuracy, and compliance constraints before scoping begins.
   

   BSelecting the Claude model tier based on the architect's prior project experience before stakeholder input is collected.
   

   CGenerating an initial prototype and iterating based on user reaction rather than written requirements.
   

   DDocumenting explicit success criteria and failure thresholds that will gate production deployment.
   

   EDeferring constraint documentation until the integration design phase to avoid scope creep.
   

   Correct answer: A, D

   Structured discovery begins by eliciting constraints from the people who own the business outcome, operate the process, manage risk, and will use or support the deployed system. Stakeholder workshops in Option A identify measurable expectations concerning accuracy, latency, throughput, cost, privacy, compliance, escalation, and acceptable failure behavior before the solution is scoped.

   Option D converts those expectations into production gates. Success criteria must be explicit enough to evaluate empirically, while failure thresholds must determine when the design requires remediation, human review, or rejection. Anthropic's evaluation guidance states that successful LLM applications begin with defined success criteria and evaluations that measure performance against them. It characterizes strong criteria as specific, measurable, achievable, and relevant. Define Success Criteria and Build Evaluations

   Option B prematurely selects a model before the workload profile is known. Option C can supplement discovery, but reaction-driven prototyping cannot replace documented requirements and acceptance criteria. Option E postpones essential constraints until architectural commitments may already have been made.

   The discovery output should create traceability from stakeholder objectives to requirements, evaluation metrics, architecture decisions, and deployment gates.

   Study Guide references/topics: Structured discovery; stakeholder workshops; nonfunctional requirements; success criteria; failure thresholds; production readiness gates.

   ===============

   
   

3. Question 3

   You are configuring tool permissions for a Claude-based assistant. The assistant's defined responsibilities require read access to a knowledge base and write access to a draft queue, and nothing else.

   Which scoping design best applies least privilege?

   AAllow access to all tools with read permissions globally and restrict write permissions to the draft-queue tool, without scoping to only the specific tools required for defined tasks.
   

   BPer-role allow-list of exactly the read-knowledge-base and write-draft-queue tools, enforced at the orchestration layer.
   

   CAllow access to every tool in the catalog and rely on the model to decline tools it should not use.
   

   DDisable all tools entirely to achieve a minimal permission surface, accepting that the assistant can no longer perform the read-knowledge-base or write-draft-queue tasks it was designed for.
   

   Correct answer: B

   Least privilege means granting the exact capabilities required for the defined responsibility---no more and no less. Option B permits the assistant to read the approved knowledge base and write only to the draft queue. Enforcing the allow-list at the orchestration layer creates a deterministic authorization boundary outside the model's prompt and reasoning.

   The rule should also be role-specific so different users or operational roles receive only the tools and data scopes they require. The knowledge-base tool should remain read-only, while the draft-queue tool should be restricted to draft creation rather than external sending, approval, or production publication.

   Option A exposes every globally readable tool, creating unnecessary access to unrelated information. Option C relies on voluntary model behavior instead of enforceable authorization. A mistaken tool selection or successful prompt injection could therefore invoke an inappropriate capability. Option D minimizes permissions by eliminating the assistant's required functionality and is not a viable least-privilege implementation.

   Anthropic's permission guidance distinguishes allow, ask, and deny rules and confirms that these controls are enforced by Claude Code rather than by model instructions. Configure Permissions

   Study Guide references/topics: Least privilege; per-role authorization; orchestration-layer enforcement; capability scoping; read/write separation; tool allow-lists.

   ===============

   
   

4. Question 4

   You are building an ethics review checklist for deployments supported by artificial intelligence (AI). Which two checks belong on the list? (Select two.) Each correct answer presents a complete solution.

   AConfirm that vendor licensing terms permit the planned production use of the model.
   

   BConfirm that high-impact decisions retain human accountability rather than being attributed to the model.
   

   CRestrict the ethics review to outputs that exceed a defined model-confidence threshold.
   

   DConfirm that latency and throughput targets are met across the supported user populations.
   

   EVerify that outputs do not rely on generalizations about people that the underlying data does not support.
   

   Correct answer: B, E

   High-impact AI-supported decisions must retain clearly assigned human accountability. Claude may provide recommendations, classifications, or generated content, but responsibility for consequential outcomes cannot be transferred to the model. An ethics review should also investigate whether outputs make unsupported generalizations about individuals or groups, because such behavior can produce discriminatory, misleading, or harmful outcomes. Therefore, B and E directly address ethical accountability and fairness. Licensing in option A is an important legal and procurement concern, but it is not the strongest ethics-focused control presented. Latency and throughput in option D are operational performance requirements. Option C is inappropriate because ethics risks are not limited to outputs above a confidence threshold; confidence values may also be poorly calibrated and do not prove that an output is fair, accurate, or ethically acceptable.

   ================

   
   

5. Question 5

   Your organization is planning a 12-month rollout of a Claude-based contract review tool for your legal department. The pilot phase (3 months) will involve 5 lawyers and a small volume of test contracts. Phase 2 (6 months) will expand to 25 lawyers with production-like volumes. Phase 3 will scale to full deployment with 100+ lawyers across multiple offices globally. The legal leadership wants to understand expected outcomes before committing budget, and the team needs to establish quality gates before each phase transition.

   Which approach best structures this lifecycle while addressing stakeholder communication and governance needs?

   AConduct a hypothesis-driven pilot measuring key metrics (accuracy vs. gold-standard legal review, time savings per contract, false negative rate), establish explicit quality gates tied to these metrics, communicate phase-entry criteria to legal leadership before the pilot starts, and maintain a decision log documenting why gates were passed or failed.
   

   BBegin with a technical proof-of-concept using publicly available contracts, gather informal feedback from 2-3 lawyers, publish a blog post summarizing results, and proceed to Phase 2 if sentiment is positive before establishing formal metrics.
   

   CPilot with 5 lawyers using Claude with minimal instrumentation, measure aggregate cost-per-document, expand to Phase 2 automatically after 3 months, and introduce quality metrics in Phase 3 once the tool is in production.
   

   DEstablish governance board including legal leadership, define phase-entry criteria before pilot launch, measure pilot outcomes against those criteria quarterly, and require sign-off from legal stakeholders before advancing phases.
   

   Correct answer: A, D

   This is a multiple-correct-answer question testing stakeholder communication and lifecycle management.

   Option 1 is correct because it implements evidence-based phasing: hypothesis-driven metrics (accuracy, time savings, false negatives) are meaningful to lawyers and legal leadership, explicit quality gates enable governance rigor, pre-pilot communication sets expectations, and decision logging creates transparency for cross-functional stakeholders.

   Option 4 is correct because it establishes governance structure (board with legal representation), defines criteria prospectively (avoiding post-hoc rationalization), implements quarterly checkpoints, and requires stakeholder sign-off—these are essential for managing enterprise transformation across organization units.

   Option 2 is incorrect because informal feedback and sentiment-based decisions do not meet the governance standards required for legal tool deployment. A blog post is marketing, not a decision artifact. Option 3 is incorrect because automating Phase 2 entry without quality metrics fails governance and delays critical risk assessment until production, where stakes are highest and reversing decisions is costlier.